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📰 (Northern) Spain Job Monitor 2026

Status Market Orchestration DBT Visualization

"Turning the noise of the Spanish market into high-purity insights."


🌟 The Vision

In a world of information overload, this project acts as a Digital Refinery. It automatically monitors the pulse of the Spanish news cycle and the tech job market (specifically for my upcoming move to Bilbao), using AI to distinguish between "Market Noise" and "Market Mood."


🍽️ The "Data Kitchen" (How it works)

For the non-techies: Imagine a high-end restaurant in the 22@ district.

Step 1: The Ingestion (The Head Chef) 👨‍🍳 Our system goes to the markets (LinkedIn, InfoJobs, Google News) every 6 hours to find the freshest headlines.
Step 2: The Transformation (The Bouncer) 🕴️ Using dbt, we run 13 different quality tests. We remove duplicates and fix messy dates. If the data isn't "Pure" (per 1 Timothy 4:12), it doesn't get served.
Step 3: The Visualization (The Waiter) 🍷 A clean Streamlit dashboard serves the final insights on a silver platter.

🛠️ The Tech Stack (The Machinery)

Component Technology Role
Automation Mage.ai The heartbeat of the factory.
Integrity dbt Ensuring every row is tested and unique.
Storage PostgreSQL Fast, sustainable, local-first database.
Interface Streamlit Turning data into a story.

💡 Objective Comparison: The Value Add

"Why did I build this instead of just using a spreadsheet?"

  • ⚡ Speed: Manual checking takes hours. This takes milliseconds.
  • ⚖️ Integrity: Spreadshots have human bias. Our dbt-tests ensure 100% logic consistency.
  • 🌍 Scalability: This system can monitor all of Spain, not just the North, with zero extra effort.
  • 🌱 Sustainability: Built with a Lean Docker footprint to minimize compute waste.

🚀 Launch the Refinery

If you want to see the pipes under the floorboards:

  1. Clone the Repo
  2. Start the Container:
    docker-compose up -d
  3. Check the Dashboard: localhost:8501

🏛️ Architect's Note

This project represents a commitment to Ethics in Engineering built in the winter of 2026 in Barcelona as a strategic bridge to the industrial powerhouses of Northern Spain.

Built with ☕ in 🌼 BCN ... Relocating to 🌲 Bilbao soon.

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Turning the job hunt into a quiet pipeline

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